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Experimental study of Elementary Cellular Automata dynamics using the density parameter

Abstract : Classifying cellular automata in order to capture the notion of chaos algorithmically is a challenging problem than can be tackled in many ways.We here give a classification based on the computation of a macroscopic parameter, the $d$-spectrum, and show how our classifying scheme can be used to separate the chaotic ECA from the non-chaotic ones.
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https://hal.inria.fr/hal-01183311
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Nazim A. Fatès. Experimental study of Elementary Cellular Automata dynamics using the density parameter. Discrete Models for Complex Systems, DMCS'03, 2003, Lyon, France. pp.155-166, ⟨10.46298/dmtcs.2304⟩. ⟨hal-01183311⟩

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